dust-tt / llama-sspLinks
Experiments on speculative sampling with Llama models
☆126Updated last year
Alternatives and similar repositories for llama-ssp
Users that are interested in llama-ssp are comparing it to the libraries listed below
Sorting:
- Multipack distributed sampler for fast padding-free training of LLMs☆188Updated 9 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆202Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 11 months ago
- Pre-training code for Amber 7B LLM☆166Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- ☆197Updated 5 months ago
- ☆125Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆95Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆202Updated 6 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆149Updated last month
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆123Updated last year
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆78Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆257Updated 10 months ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆220Updated last year
- batched loras☆343Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆143Updated 8 months ago
- scalable and robust tree-based speculative decoding algorithm☆345Updated 4 months ago
- ☆95Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆461Updated last year
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆302Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆95Updated last year
- ☆129Updated 3 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆275Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆106Updated 3 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆106Updated 2 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆326Updated 8 months ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆305Updated 8 months ago